I'm getting a UIImage from a CMSampleBufferRef video buffer every N video frames like:
- (void)imageFromVideoBuffer:(void(^)(UIImage* image))completion {
CMSampleBufferRef sampleBuffer = _myLastSampleBuffer;
if (sampleBuffer != nil) {
CFRetain(sampleBuffer);
CIImage *ciImage = [CIImage imageWithCVPixelBuffer:CMSampleBufferGetImageBuffer(sampleBuffer)];
_lastAppendedVideoBuffer.sampleBuffer = nil;
if (_context == nil) {
_context = [CIContext contextWithOptions:nil];
}
CVPixelBufferRef buffer = CMSampleBufferGetImageBuffer(sampleBuffer);
CGImageRef cgImage = [_context createCGImage:ciImage fromRect:
CGRectMake(0, 0, CVPixelBufferGetWidth(buffer), CVPixelBufferGetHeight(buffer))];
__block UIImage *image = [UIImage imageWithCGImage:cgImage];
CGImageRelease(cgImage);
CFRelease(sampleBuffer);
if(completion) completion(image);
return;
}
if(completion) completion(nil);
}
XCode and Instruments detect a Memory Leak, but I'm not able to get rid of it.
I'm releasing the CGImageRef and CMSampleBufferRef as usual:
CGImageRelease(cgImage);
CFRelease(sampleBuffer);
[UPDATE]
I put in the AVCapture output callback to get the sampleBuffer.
- (void)captureOutput:(AVCaptureOutput *)captureOutput didOutputSampleBuffer:(CMSampleBufferRef)sampleBuffer fromConnection:(AVCaptureConnection *)connection {
if (captureOutput == _videoOutput) {
_lastVideoBuffer.sampleBuffer = sampleBuffer;
id<CIImageRenderer> imageRenderer = _CIImageRenderer;
dispatch_async(dispatch_get_main_queue(), ^{
#autoreleasepool {
CIImage *ciImage = nil;
ciImage = [CIImage imageWithCVPixelBuffer:CMSampleBufferGetImageBuffer(sampleBuffer)];
if(_context==nil) {
_context = [CIContext contextWithOptions:nil];
}
CGImageRef processedCGImage = [_context createCGImage:ciImage
fromRect:[ciImage extent]];
//UIImage *image=[UIImage imageWithCGImage:processedCGImage];
CGImageRelease(processedCGImage);
NSLog(#"Captured image %#", ciImage);
}
});
The code that leaks is the createCGImage:ciImage:
CGImageRef processedCGImage = [_context createCGImage:ciImage
fromRect:[ciImage extent]];
even having a autoreleasepool, the CGImageRelease of the CGImage reference and a CIContext as instance property.
This seems to be the same issue addressed here: Can't save CIImage to file on iOS without memory leaks
[UPDATE]
The leak seems to be due a bug. The issue is well described in
Memory leak on CIContext createCGImage at iOS 9?
A sample project shows how to reproduce this leak: http://www.osamu.co.jp/DataArea/VideoCameraTest.zip
The last comments assure that
It looks like they fixed this in 9.1b3. If anyone needs a workaround
that works on iOS 9.0.x, I was able to get it working with this:
in a test code (Swift in this case):
[self.stillImageOutput captureStillImageAsynchronouslyFromConnection:videoConnection completionHandler: ^(CMSampleBufferRef imageSampleBuffer, NSError *error)
{
if (error) return;
__block NSString *filePath = [NSTemporaryDirectory() stringByAppendingPathComponent:[NSString stringWithFormat:#"ipdf_pic_%i.jpeg",(int)[NSDate date].timeIntervalSince1970]];
NSData *imageData = [AVCaptureStillImageOutput jpegStillImageNSDataRepresentation:imageSampleBuffer];
dispatch_async(dispatch_get_main_queue(), ^
{
#autoreleasepool
{
CIImage *enhancedImage = [CIImage imageWithData:imageData];
if (!enhancedImage) return;
static CIContext *ctx = nil; if (!ctx) ctx = [CIContext contextWithOptions:nil];
CGImageRef imageRef = [ctx createCGImage:enhancedImage fromRect:enhancedImage.extent format:kCIFormatBGRA8 colorSpace:nil];
UIImage *image = [UIImage imageWithCGImage:imageRef scale:1.0 orientation:UIImageOrientationRight];
[[NSFileManager defaultManager] createFileAtPath:filePath contents:UIImageJPEGRepresentation(image, 0.8) attributes:nil];
CGImageRelease(imageRef);
}
});
}];
and the workaround for iOS9.0 should be
extension CIContext {
func createCGImage_(image:CIImage, fromRect:CGRect) -> CGImage {
let width = Int(fromRect.width)
let height = Int(fromRect.height)
let rawData = UnsafeMutablePointer<UInt8>.alloc(width * height * 4)
render(image, toBitmap: rawData, rowBytes: width * 4, bounds: fromRect, format: kCIFormatRGBA8, colorSpace: CGColorSpaceCreateDeviceRGB())
let dataProvider = CGDataProviderCreateWithData(nil, rawData, height * width * 4) {info, data, size in UnsafeMutablePointer<UInt8>(data).dealloc(size)}
return CGImageCreate(width, height, 8, 32, width * 4, CGColorSpaceCreateDeviceRGB(), CGBitmapInfo(rawValue: CGImageAlphaInfo.PremultipliedLast.rawValue), dataProvider, nil, false, .RenderingIntentDefault)!
}
}
We were experiencing a similar issue in an app we created, where we are processing each frame for feature keypoints with OpenCV, and sending off a frame every couple of seconds. After a while of running we would end up with quite a few memory pressure messages.
We managed to rectify this by running our processing code in it's own auto release pool like so (jpegDataFromSampleBufferAndCrop does something similar to what you are doing, with added cropping):
- (void)captureOutput:(AVCaptureOutput *)captureOutput didOutputSampleBuffer:(CMSampleBufferRef)sampleBuffer fromConnection:(AVCaptureConnection *)connection
{
#autoreleasepool {
if ([self.lastFrameSentAt timeIntervalSinceNow] < -kContinuousRateInSeconds) {
NSData *imageData = [self jpegDataFromSampleBufferAndCrop:sampleBuffer];
if (imageData) {
[self processImageData:imageData];
}
self.lastFrameSentAt = [NSDate date];
imageData = nil;
}
}
}
}
I can confirm that this memory leak still exists on iOS 9.2. (I've also posted on the Apple Developer Forum.)
I get the same memory leak on iOS 9.2. I've tested dropping EAGLContext by using MetalKit and MLKDevice. I've tested using different methods of CIContext like drawImage, createCGImage and render but nothing seem to work.
It is very clear that this is a bug as of iOS 9. Try it out your self by downloading the example app from Apple (see below) and then run the same project on a device with iOS 8.4, then on a device with iOS 9.2 and pay attention to the memory gauge in Xcode.
Download https://developer.apple.com/library/ios/samplecode/AVBasicVideoOutput/Introduction/Intro.html#//apple_ref/doc/uid/DTS40013109
Add this to the APLEAGLView.h:20
#property (strong, nonatomic) CIContext* ciContext;
Replace APLEAGLView.m:118 with this
[EAGLContext setCurrentContext:_context];
_ciContext = [CIContext contextWithEAGLContext:_context];
And finaly replace APLEAGLView.m:341-343 with this
glDrawArrays(GL_TRIANGLE_STRIP, 0, 4);
#autoreleasepool
{
CIImage* sourceImage = [CIImage imageWithCVPixelBuffer:pixelBuffer];
CIFilter* filter = [CIFilter filterWithName:#"CIGaussianBlur" keysAndValues:kCIInputImageKey, sourceImage, nil];
CIImage* filteredImage = filter.outputImage;
[_ciContext render:filteredImage toCVPixelBuffer:pixelBuffer];
}
glBindRenderbuffer(GL_RENDERBUFFER, _colorBufferHandle);
Related
I capture the video and do some analyses on it in captureOutput:(AVCaptureOutput *)output didOutputSampleBuffer delegate. but after a short time this method is not called. then captureOutput:(AVCaptureOutput *)output didDropSampleBuffer delegate is called.
When I don't do anything in didOutputSampleBuffer, everything is okay.
I run a tensor flow model in this delegate. And this causes the problem.
Problem:
The problem is that when didDropSampleBuffer is called, didOutputSampleBuffer will not called again.
My solution: My solution was stoping and starting avCaptureSession. but that caused extra memory usage! Which finally caused my app to crash.
- (void)captureOutput:(AVCaptureOutput *)output didOutputSampleBuffer:(CMSampleBufferRef)sampleBuffer fromConnection:(AVCaptureConnection *)connection
{
// ****** do heavy work in this delegate *********
graph = [TensorflowGraph new];
predictions = [graph runModelOnPixelBuffer:pixelBuffer orientation: UIDeviceOrientationPortrait CardRect: _vwRect];
}
- (void)captureOutput:(AVCaptureOutput *)output didDropSampleBuffer:(CMSampleBufferRef)sampleBuffer fromConnection:(AVCaptureConnection *)connection
{
CFTypeRef droppedFrameReason = CMGetAttachment(sampleBuffer, kCMSampleBufferAttachmentKey_DroppedFrameReason, NULL);
NSLog(#"dropped frame, reason: %#", droppedFrameReason);
}
----> dropped frame, reason: OutOfBuffers
According to [https://developer.apple.com/library/archive/technotes/tn2445/_index.html]:
This condition is typically caused by the client holding onto buffers
for too long, and can be alleviated by returning buffers to the
provider.
How can I return buffer to the provider?
Edited
After 11 times that CGImageRef cgImage = [context createCGImage:resized fromRect:resized.extent]; line is executed, The didDropSampleBuffer is called. commenting CFRelease(pixelBuffer) has no difference in result. Does it means that pixelBuffer is not released?
CFRetain(pixelBuffer);
CVPixelBufferLockBaseAddress(pixelBuffer, kCVPixelBufferLock_ReadOnly);
CIImage* ciImage = [[CIImage alloc] initWithCVPixelBuffer:pixelBuffer];
ciImage = [ciImage imageByCroppingToRect:cropRect];
CGAffineTransform transform = CGAffineTransformIdentity;
CGFloat angle = 0.0;
transform = CGAffineTransformRotate(transform, angle);
CIImage* resized = [ciImage imageByApplyingTransform:transform];
CIContext *context = [CIContext contextWithOptions:nil];
CGImageRef cgImage = [context createCGImage:resized fromRect:resized.extent]; // *********************************
UIImage* _res = [[UIImage alloc] initWithCGImage:cgImage];
CFRelease(pixelBuffer);
1
I'd like to create an app, which after clicking IBAction button should display current frame from live camera on UIImageView.
Using this method: https://developer.apple.com/library/ios/qa/qa1702/_index.html
I'd like to create fuction in IBAction fuction. This one exactly:
- (void)captureOutput:(AVCaptureOutput *)captureOutput
Unfortunately after dozen of attempts I can't do it.
Summarizing: How to create a function (void), which contains image in
UIImage form and save it to object in storyboard?
I'd be grateful for any help.
Regards.
Use this method to capture still images from AVCaptureSession where stillImageOutput is AVCaptureStillImageOutput:
[stillImageOutput captureStillImageAsynchronouslyFromConnection:videoConnection completionHandler: ^(CMSampleBufferRef imageSampleBuffer, NSError *error)
{
CVImageBufferRef imageBuffer =CMSampleBufferGetImageBuffer(imageSampleBuffer);
CIImage *ciImage = [CIImage imageWithCVPixelBuffer:imageBuffer];
CIContext *temporaryContext = [CIContext contextWithOptions:nil];
CGImageRef videoImage =[temporaryContext
createCGImage:ciImage
fromRect:CGRectMake(
0, 0,
CVPixelBufferGetWidth(imageBuffer),
CVPixelBufferGetHeight(imageBuffer)
)];
UIImage *image = [[UIImage alloc] initWithCGImage:videoImage];
self.imageView.image = image;
}
I'm generating a CIImage using a few chained filters and trying to output the generated image in the users photo album for certain debug purposes. The callback I supply to UIImageWriteToSavedPhotosAlbum() always has a nil error returned, so I assume nothing is going wrong. But the image never seems to show up.
I've used this function in the past to dump OpenGL buffers to the photo album for debugging, but I realize this isn't the same case. Should I be doing something differently?
-(void)cropAndSaveImage:(CIImage *)inputImage fromFeature:(CIFaceFeature *)feature
{
// First crop out the face.
[_cropFilter setValue:inputImage forKey:#"inputImage"];
[_cropFilter setValue:[CIVector vectorWithCGRect:feature.bounds] forKey:#"inputRectangle"];
CIImage * croppedImage = _cropFilter.outputImage;
__block CIImage * outImage = croppedImage;
dispatch_async(dispatch_get_main_queue(), ^{
UIImage * outUIImage = [UIImage imageWithCIImage:outImage];
UIImageWriteToSavedPhotosAlbum(outUIImage, self, #selector(image:didFinishSavingWithError:contextInfo:), nil);
});
}
-(void)image:(UIImage *)image didFinishSavingWithError:(NSError *)error contextInfo:(void *)contextInfo
{
NSLog(#"debug LBP output face. error: %#", error);
}
I've verified that the boundaries are never 0.
The callback output is always
debug LBP output face. error: (null)
I figured this out on my own and deleted the question, but then I thought maybe someone will get some use out of it. I say this because I came across an older answer that suggested the original implementation worked. But in actuality in had to do the following to make it work properly.
__block CIImage * outImage = _lbpFilter.outputImage;
dispatch_async(dispatch_get_main_queue(), ^{
CGImageRef imgRef = [self renderCIImage:outImage];
UIImage * uiImage = [UIImage imageWithCGImage:imgRef];
UIImageWriteToSavedPhotosAlbum(uiImage, self, #selector(image:didFinishSavingWithError:contextInfo:), nil);
});
+ (CGImageRef)renderCIImage:(CIImage *)img
{
if ( !m_ctx ) {
NSDictionary * options = #{kCIContextOutputColorSpace:[NSNull null], kCIContextWorkingColorSpace:[NSNull null]};
m_ctx = [CIContext contextWithOptions:options];
}
return [m_ctx createCGImage:img fromRect:img.extent];
}
Using filter.outputImage to convert to CGImage by CIContext.createCGImage() and converting CGImage to UIImage will save image successfully.
I have a big memory leak that I have pinpointed to happen in/on requestContentEditingInputWithOptions: method. If I understand it right it happens with the img variable. If I make it __block __weak the image is nil already after I assign it (img = [UIImage...]). Am I being silly somewhere? Or how would I avoid this memory leak?
- (UIImage*) getRightlySizedImgFromAsset:(PHAsset*)asset {
__block UIImage *img;
PHContentEditingInputRequestOptions *coptions = [PHContentEditingInputRequestOptions new];
coptions.canHandleAdjustmentData = ^BOOL(PHAdjustmentData *adjustmentData) { return NO; };
//semaphore used so the block runs synchronously and I can return img from this method at the end
dispatch_semaphore_t sem = dispatch_semaphore_create(0);
[asset requestContentEditingInputWithOptions:coptions completionHandler:^(PHContentEditingInput *contentEditingInput, NSDictionary *info) {
NSURL* url = [contentEditingInput fullSizeImageURL];
int orientation = [contentEditingInput fullSizeImageOrientation];
CIImage* inputImage = [CIImage imageWithContentsOfURL:url options:nil];
inputImage = [inputImage imageByApplyingOrientation:orientation];
CIContext *context = [CIContext contextWithOptions:nil];
img = [UIImage imageWithCGImage:[context createCGImage:inputImage fromRect:inputImage.extent]];
dispatch_semaphore_signal(sem);
}];
dispatch_semaphore_wait(sem, DISPATCH_TIME_FOREVER);
if (needToDoSomethingWithImg){
[self doSomethingWithImage:img];
}
return img;
}
Run this code through the static analyzer (shift+command+B or choose "Analyze" from the "Product" menu) and it will point out that createCGImage is creating a CGImageRef that you're never releasing.
You might want to do something like:
CGImageRef imageRef = [context createCGImage:inputImage fromRect:inputImage.extent];
img = [UIImage imageWithCGImage:imageRef];
CFRelease(imageRef);
By the way, you should not do this synchronously. You should do something like:
- (void) getRightlySizedImgFromAsset:(PHAsset*)asset completionHandler:(void (^)(UIImage *))completionHandler {
PHContentEditingInputRequestOptions *coptions = [PHContentEditingInputRequestOptions new];
coptions.canHandleAdjustmentData = ^BOOL(PHAdjustmentData *adjustmentData) { return NO; };
[asset requestContentEditingInputWithOptions:coptions completionHandler:^(PHContentEditingInput *contentEditingInput, NSDictionary *info) {
NSURL* url = [contentEditingInput fullSizeImageURL];
int orientation = [contentEditingInput fullSizeImageOrientation];
CIImage* inputImage = [CIImage imageWithContentsOfURL:url options:nil];
inputImage = [inputImage imageByApplyingOrientation:orientation];
CIContext *context = [CIContext contextWithOptions:nil];
CGImageRef imageRef = [context createCGImage:inputImage fromRect:inputImage.extent];
UIImage *image = [UIImage imageWithCGImage:imageRef];
CFRelease(imageRef);
// if this stuff needs to happen on main thread, then dispatch it to the main thread
if (needtodosomethingwithit)
[self doSomethingWithImage:image];
if (completionHandler) {
completionHandler(image);
}
}];
}
Rob is right on the money. And images can be big, so that's why you have a big leak. The rule of thumb with Core Foundation objects is the "create rule." Search in Xcode on "Create Rule" and read the article. The gist of it is this:
Core Foundation functions have names that indicate when you own a
returned object:
Object-creation functions that have “Create” embedded in the name;
Object-duplication functions that have “Copy” embedded in the name. If
you own an object, it is your responsibility to relinquish ownership
(using CFRelease) when you have finished with it.
I use AVCaptureSession to receive image from camera of iPhone. It return image in delegate function. In this function, I create image and call other thread to process this image:
- (void)captureOutput:(AVCaptureOutput *)captureOutput didOutputSampleBuffer:(CMSampleBufferRef)sampleBuffer fromConnection:(AVCaptureConnection *)connection{
// static bool isFirstTime = true;
// if (isFirstTime == false) {
// return;
// }
// isFirstTime = false;
NSAutoreleasePool * pool = [[NSAutoreleasePool alloc] init];
CVImageBufferRef imageBuffer = CMSampleBufferGetImageBuffer(sampleBuffer);
//Lock the image buffer
CVPixelBufferLockBaseAddress(imageBuffer,0);
//Get information about the image
uint8_t *baseAddress = (uint8_t *)CVPixelBufferGetBaseAddress(imageBuffer);
size_t bytesPerRow = CVPixelBufferGetBytesPerRow(imageBuffer);
size_t width = CVPixelBufferGetWidth(imageBuffer);
size_t height = CVPixelBufferGetHeight(imageBuffer);
//Create a CGImageRef from the CVImageBufferRef
CGColorSpaceRef colorSpace = CGColorSpaceCreateDeviceRGB();
CGContextRef newContext = CGBitmapContextCreate(baseAddress, width, height, 8, bytesPerRow, colorSpace, kCGBitmapByteOrder32Little | kCGImageAlphaPremultipliedFirst/*kCGBitmapByteOrder32Big | kCGImageAlphaPremultipliedLast*/);
CGImageRef newImage = CGBitmapContextCreateImage(newContext);
// release some components
CGContextRelease(newContext);
CGColorSpaceRelease(colorSpace);
UIImage* uiimage = [UIImage imageWithCGImage:newImage scale:1.0 orientation:UIImageOrientationDown];
CGImageRelease(newImage);
CVPixelBufferUnlockBaseAddress(imageBuffer,0);
//[self performSelectorOnMainThread:#selector(setImageForImageView:) withObject:uiimage waitUntilDone:YES];
if(processImageThread == nil || (processImageThread != nil && processImageThread.isExecuting == false)){
[processImageThread release];
processImageThread = [[NSThread alloc] initWithTarget:self selector:#selector(processImage:) object:uiimage];
[processImageThread start];
}
[pool drain];
}
I process image on another thread, use CIFilters:
- (void) processImage:(UIImage*)image{
NSLog(#"Begin process");
CIImage* ciimage = [CIImage imageWithCGImage:image.CGImage];
CIFilter* filter = [CIFilter filterWithName:#"CIColorMonochrome"];// keysAndValues:kCIInputImageKey, ciimage, "inputRadius", [NSNumber numberWithFloat:10.0f], nil];
[filter setDefaults];
[filter setValue:ciimage forKey:#"inputImage"];
[filter setValue:[CIColor colorWithRed:0.5 green:0.5 blue:1.0] forKey:#"inputColor"];
CIImage* ciResult = [filter outputImage];
CIContext* context = [CIContext contextWithOptions:nil];
CGImageRef cgImage = [context createCGImage:ciResult fromRect:[ciResult extent]];
UIImage* uiResult = [UIImage imageWithCGImage:cgImage scale:1.0 orientation:UIImageOrientationRight];
CFRelease(cgImage);
[self performSelectorOnMainThread:#selector(setImageForImageView:) withObject:uiResult waitUntilDone:YES];
NSLog(#"End process");
}
And set result image for a layer:
- (void) setImageForImageView:(UIImage*)image{
self.view.layer.contents = image.CGImage;
}
But it is very laggy. I found a open source, it create a real time image effect application very smooth (also use AVCaptureSession. So, what is difference here (my code and their code) ? How to create real time image effect processing application ?
This is the link of open source: https://github.com/gobackspaces/DLCImagePickerController#readme
The open source sample that you specified in your question using an outstanding open source library GPUImage by BradLarson for the real time photo and video processing. This library uses GPU-based filters (OpenGL ES 2.0) for image processing. Comparatively it is faster than the CPU-based image fileters that you are using by the core image framework.
GPUImage
The GPUImage framework is a BSD-licensed iOS library that lets you apply GPU-accelerated filters and other effects to images, live camera video, and movies. In comparison to Core Image (part of iOS 5.0), GPUImage allows you to write your own custom filters, supports deployment to iOS 4.0, and has a simpler interface. However, it currently lacks some of the more advanced features of Core Image, such as facial detection.
For massively parallel operations like processing images or live video frames, GPUs have some significant performance advantages over CPUs. On an iPhone 4, a simple image filter can be over 100 times faster to perform on the GPU than an equivalent CPU-based filter.